Variational PINNs with tree-based integration and boundary element data in the modeling of multi-phase architected materials
Dimitrios C. Rodopoulos, Panos Pantidis, Nikolaos Karathanasopoulos
Topics & Concepts
Classification of discontinuitiesFinite element methodComputer scienceBoundary (topology)Field (mathematics)Domain (mathematical analysis)Boundary element methodBoundary value problemComputational scienceArtificial neural networkFunction (biology)AlgorithmNumerical integrationScheme (mathematics)ComputationGalerkin methodComputational mechanicsMultiphase flowApplied mathematicsRepresentation (politics)Mathematical optimizationComputational complexity theoryNumerical analysisDeformation (meteorology)Model Reduction and Neural NetworksProbabilistic and Robust Engineering DesignAdvanced Numerical Methods in Computational Mathematics